{"id":"W4389315491","doi":"10.1002/smi.3354","title":"The progression and mechanisms of mental illness symptoms in university student‐athletes during the COVID‐19 pandemic","year":2023,"lang":"en","type":"article","venue":"Stress and Health","topic":"COVID-19 and Mental Health","field":"Psychology","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université de Sherbrooke","funders":"Social Sciences and Humanities Research Council of Canada; Deakin University; Université de Sherbrooke","keywords":"Coronavirus disease 2019 (COVID-19); Pandemic; 2019-20 coronavirus outbreak; Severe acute respiratory syndrome coronavirus 2 (SARS-CoV-2); Athletes; Mental illness; Psychology; Psychiatry; Mental health; Coronavirus Infections; Clinical psychology; Medicine; Virology; Physical therapy; Disease; Internal medicine; Outbreak; Infectious disease (medical specialty)","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0007364973,0.0001804396,0.0001680197,0.0005944301,0.0006118579,0.000747636,0.0002525313,0.0004332472,0.001137887],"category_scores_gemma":[0.00241563,0.0001781126,0.0003478621,0.0005405054,0.000413242,0.0005230765,0.0007790887,0.0005642166,0.0001115194],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006274078,"about_ca_system_score_gemma":0.0007496907,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02131712,"about_ca_topic_score_gemma":0.0317413,"domain_scores_codex":[0.9996761,0.0001202541,0.00002437416,0.00004552767,0.00002882676,0.000104887],"domain_scores_gemma":[0.9990094,0.0001652913,0.0004886903,0.00005295083,0.00009529394,0.0001884962],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00005392613,0.0000605998,0.9938183,0.00002025722,0.00002238281,0.00004234835,0.0008862549,0.0001070411,0.0001623657,0.00006489522,0.00008484937,0.004676711],"study_design_scores_gemma":[6.731092e-7,0.000055555,0.9980001,0.00001536059,0.000004097406,0.00003346207,0.001623154,0.000132588,0.00003327629,0.0000346117,0.00006415446,0.000002994589],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9991862,0.0002173881,0.00007583269,0.0001123596,0.000005735596,0.0000102754,0.0001114841,0.000001582881,0.0002791196],"genre_scores_gemma":[0.9994734,0.0002140671,0.00006697934,0.00001644152,0.000004797718,0.00001080132,0.0001168261,5.228792e-7,0.00009618029],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02131712,"threshold_uncertainty_score":0.04238611,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05558832350814899,"score_gpt":0.4248455875564432,"score_spread":0.3692572640482942,"validation_status":"score_only:v0-immature-baseline","note":"Baseline scores from an immature model (maturity gate not passed). Scores rank; they never assert a category."}}